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We propose a new edge preserve and depth image recovery method in RGB-D camera systems that gives a sharp and accurate object shape from a noisy boundary depth map. The edges of an input depth image are detected and the noisy pixels around them are removed from the depth image. An anisotropic diffusion edge tensor of an input RGB image is computed. Missing depth pixels are then recovered using the...
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